Xiao Gu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Pose Estimation

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Jinpei Han, Xiao Gu, Guang-Zhong Yang, Benny Lo
Noise-Factorized Disentangled Representation Learning for Generalizable Motor Imagery EEG Classification. IEEE J. Biomed. Health Informatics 28 (2) (2024)
Jianing Qiu, Frank P.-W. Lo, Xiao Gu, Modou L. Jobarteh, Wenyan Jia, Tom Baranowski, Matilda Steiner-Asiedu, Alex K. Anderson, Megan A. McCrory, Edward Sazonov, Mingui Sun, Gary Frost, Benny Lo
Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring. IEEE Trans. Cybern. 54 (2) (2024)
Jie Li, Xiao Gu, Sen Qiu, Xu Zhou, Angelo Cangelosi, Chu Kiong Loo, Xiaofeng Liu
A Survey of Wearable Lower Extremity Neurorehabilitation Exoskeleton: Sensing, Gait Dynamics, and Human-Robot Collaboration. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Hanxiao Zhang, Liang Chen, Xiao Gu, Minghui Zhang, Yulei Qin, Feng Yao, Zhexin Wang, Yun Gu, Guang-Zhong Yang
Trustworthy learning with (un)sure annotation for lung nodule diagnosis with CT. Medical Image Anal. 83 (2023)
Yuxuan Liu, Jianxin Yang, Xiao Gu, Yao Guo, Guang-Zhong Yang
EgoHMR: Egocentric Human Mesh Recovery via Hierarchical Latent Diffusion Model. ICRA (2023)
Yuxuan Liu, Jianxin Yang, Xiao Gu, Yijun Chen, Yao Guo, Guang-Zhong Yang
EgoFish3D: Egocentric 3D Pose Estimation From a Fisheye Camera via Self-Supervised Learning. IEEE Trans. Multim. 25 (2023)
Qianying Liu, Xiao Gu, Paul Henderson, Fani Deligianni
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation. CoRR (2023)
Xiao Gu, Jinpei Han, Guang-Zhong Yang, Benny Lo
Generalizable Movement Intention Recognition with Multiple Heterogeneous EEG Datasets. ICRA (2023)
Qianying Liu, Xiao Gu, Paul Henderson, Fani Deligianni
Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation. BMVC (2023)
Yuxuan Shu, Xiao Gu, Guang-Zhong Yang, Benny P. L. Lo
Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition. BMVC (2022)
Yuxuan Shu, Xiao Gu, Guang-Zhong Yang, Benny Lo
Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition. CoRR (2022)
Xiao Gu, Yao Guo, Zeju Li, Jianing Qiu, Qi Dou, Yuxuan Liu, Benny Lo, Guang-Zhong Yang
Tackling Long-Tailed Category Distribution Under Domain Shifts. CoRR (2022)
Hanxiao Zhang, Liang Chen, Xiao Gu, Minghui Zhang, Yulei Qin, Feng Yao, Zhexin Wang, Yun Gu, Guang-Zhong Yang
Faithful learning with sure data for lung nodule diagnosis. CoRR (2022)
Xiao Gu, Yao Guo, Guang-Zhong Yang, Benny Lo
Cross-Domain Self-Supervised Complete Geometric Representation Learning for Real-Scanned Point Cloud Based Pathological Gait Analysis. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Yuxuan Liu, Jianxin Yang, Xiao Gu, Yao Guo, Guang-Zhong Yang
Ego+X: An Egocentric Vision System for Global 3D Human Pose Estimation and Social Interaction Characterization. IROS (2022)
Hanxiao Zhang, Liang Chen, Minghui Zhang, Xiao Gu, Yulei Qin, Weihao Yu, Feng Yao, Zhexin Wang, Yun Gu, Guang-Zhong Yang
Interpretable Lung Cancer Diagnosis with Nodule Attribute Guidance and Online Model Debugging. iMIMIC@MICCAI (2022)
Hanxiao Zhang, Xiao Gu, Minghui Zhang, Weihao Yu, Liang Chen, Zhexin Wang, Feng Yao, Yun Gu, Guang-Zhong Yang
Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer Prediction. MILLanD@MICCAI (2022)
Jiachuan Peng, Peilun Shi, Jianing Qiu, Xinwei Ju, Frank P.-W. Lo, Xiao Gu, Wenyan Jia, Tom Baranowski, Matilda Steiner-Asiedu, Alex K. Anderson, Megan A. McCrory, Edward Sazonov, Mingui Sun, Gary Frost, Benny Lo
Clustering Egocentric Images in Passive Dietary Monitoring with Self-Supervised Learning. CoRR (2022)
Jianing Qiu, Lipeng Chen, Xiao Gu, Frank P.-W. Lo, Ya-Yen Tsai, Jiankai Sun, Jiaqi Liu, Benny Lo
Egocentric Human Trajectory Forecasting With a Wearable Camera and Multi-Modal Fusion. IEEE Robotics Autom. Lett. 7 (4) (2022)
Jianxin Yang, Yuxuan Liu, Xiao Gu, Guang-Zhong Yang, Yao Guo
PoseSDF: Simultaneous 3D Human Shape Reconstruction and Gait Pose Estimation Using Signed Distance Functions. ICRA (2022)
Hanxiao Zhang, Xiao Gu, Minghui Zhang, Weihao Yu, Liang Chen, Zhexin Wang, Feng Yao, Yun Gu, Guang-Zhong Yang
Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer Prediction. CoRR (2022)
Xiao Gu, Yao Guo, Zeju Li, Jianing Qiu, Qi Dou, Yuxuan Liu, Benny Lo, Guang-Zhong Yang
Tackling Long-Tailed Category Distribution Under Domain Shifts. ECCV (23) (2022)
Jinpei Han, Xiao Gu, Benny Lo
Semi-Supervised Contrastive Learning for Generalizable Motor Imagery EEG Classification. BSN (2021)
Xiao Gu, Jianxin Yang, Hanxiao Zhang, Jianing Qiu, Frank Po Wen Lo, Yao Guo, Guang-Zhong Yang, Benny Lo
Occlusion-Invariant Rotation-Equivariant Semi-Supervised Depth Based Cross-View Gait Pose Estimation. CoRR (2021)
Jianing Qiu, Frank Po Wen Lo, Xiao Gu, Yingnan Sun, Shuo Jiang, Benny Lo
Indoor Future Person Localization from an Egocentric Wearable Camera. CoRR (2021)
Yao Guo, Xiao Gu, Guang-Zhong Yang
MCDCD: Multi-Source Unsupervised Domain Adaptation for Abnormal Human Gait Detection. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Jianing Qiu, Frank Po Wen Lo, Xiao Gu, Modou L. Jobarteh, Wenyan Jia, Tom Baranowski, Matilda Steiner-Asiedu, Alex K. Anderson, Megan A. McCrory, Edward Sazonov, Mingui Sun, Gary Frost, Benny Lo
Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring. CoRR (2021)
Xiao Gu, Yao Guo, Fani Deligianni, Benny Lo, Guang-Zhong Yang
Cross-Subject and Cross-Modal Transfer for Generalized Abnormal Gait Pattern Recognition. IEEE Trans. Neural Networks Learn. Syst. 32 (2) (2021)
Jianing Qiu, Frank Po Wen Lo, Xiao Gu, Yingnan Sun, Shuo Jiang, Benny Lo
Indoor Future Person Localization from an Egocentric Wearable Camera. IROS (2021)
Xiao Gu, Jianing Qiu, Yao Guo, Benny Lo, Guang-Zhong Yang
TransAction: ICL-SJTU Submission to EPIC-Kitchens Action Anticipation Challenge 2021. CoRR (2021)
Jianing Qiu, Lipeng Chen, Xiao Gu, Frank Po Wen Lo, Ya-Yen Tsai, Jiankai Sun, Jiaqi Liu, Benny Lo
Egocentric Human Trajectory Forecasting with a Wearable Camera and Multi-Modal Fusion. CoRR (2021)
Xiao Gu, Yao Guo, Fani Deligianni, Guang-Zhong Yang
Coupled Real-Synthetic Domain Adaptation for Real-World Deep Depth Enhancement. IEEE Trans. Image Process. 29 (2020)
Fangzhi Mu, Xiao Gu, Yao Guo, Benny Lo
Unsupervised Domain Adaptation for Position-Independent IMU Based Gait Analysis. IEEE SENSORS (2020)
Yao Guo, Raffaele Gravina, Xiao Gu, Giancarlo Fortino, Guang-Zhong Yang
EMG-based Abnormal Gait Detection and Recognition. ICHMS (2020)
Xinyu Jiang, Xiao Gu, Ke Xu, Haoran Ren, Wei Chen
Independent Decision Path Fusion for Bimodal Asynchronous Brain-Computer Interface to Discriminate Multiclass Mental States. IEEE Access 7 (2019)
Yao Guo, Fani Deligianni, Xiao Gu, Guang-Zhong Yang
3-D Canonical Pose Estimation and Abnormal Gait Recognition With a Single RGB-D Camera. IEEE Robotics Autom. Lett. 4 (4) (2019)
Xinyu Jiang, Xiao Gu, Zhenning Mei, Haoran Ren, Wei Chen
A Modified Common Spatial Pattern Algorithm Customized for Feature Dimensionality Reduction in fNIRS-Based BCIs. EMBC (2018)
Zhenning Mei, Xiao Gu, Hongyu Chen, Wei Chen
Automatic Atrial Fibrillation Detection Based on Heart Rate Variability and Spectral Features. IEEE Access 6 (2018)
Xiao Gu, Fani Deligianni, Benny Lo, Wei Chen, Guang-Zhong Yang
Markerless gait analysis based on a single RGB camera. BSN (2018)
Hongyu Chen, Xiao Gu, Zhenning Mei, Ke Xu, Kai Yan, Chunmei Lu, Laishuan Wang, Feng Shu, Qixin Xu, Sidarto Bambang Oetomo, Wei Chen
A wearable sensor system for neonatal seizure monitoring. BSN (2017)